ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation

ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation

7 December 2022

Lingqiao Liu

Papers citing "ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation"

19 / 119 papers shown

Title
Segment Anything in High Quality Lei Ke Mingqiao Ye Martin Danelljan Yifan Liu Yu-Wing Tai Chi-Keung Tang F. I. F. Richard Yu VLM 27 310 0 02 Jun 2023
LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning Atsuyuki Miyai Qing Yu Go Irie Kiyoharu Aizawa OODD 29 64 0 02 Jun 2023
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting Ruixia Jiang Lin Liu Changan Chen VLM 27 59 0 12 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 46 38 0 10 May 2023
TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation Jingyao Li Pengguang Chen Shengju Qian Jiaya Jia VLM 32 13 0 15 Apr 2023
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation Letian Wu Wenya Zhang Tengping Jiang Wankou Yang Xin Jin Wenjun Zeng VLM 29 4 0 13 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 41 483 0 03 Apr 2023
Zero-shot Referring Image Segmentation with Global-Local Context Features S. Yu Paul Hongsuck Seo Jeany Son 6 49 0 31 Mar 2023
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation Seokju Cho Heeseong Shin Sung‐Jin Hong Anurag Arnab Paul Hongsuck Seo Seung Wook Kim VLM 29 104 0 21 Mar 2023
Improving Audio-Visual Video Parsing with Pseudo Visual Labels Jinxing Zhou Dan Guo Yiran Zhong Meng Wang VLM 36 13 0 04 Mar 2023
Image Labels Are All You Need for Coarse Seagrass Segmentation Scarlett Raine Ross Marchant Branislav Kusy Frederic Maire Tobias Fischer 22 5 0 02 Mar 2023
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation Prashant Pandey Mustafa Chasmai Monish Natarajan Brejesh Lall VLM 36 5 0 27 Feb 2023
Predicting Class Distribution Shift for Reliable Domain Adaptive Object Detection N. H. Chapman Feras Dayoub Will N. Browne Christopher F. Lehnert 21 7 0 13 Feb 2023
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts Kwanyoung Kim Y. Oh Jong Chul Ye VLM OT CLIP 26 19 0 28 Jan 2023
Geodesic Multi-Modal Mixup for Robust Fine-Tuning Changdae Oh Junhyuk So Hoyoon Byun Yongtaek Lim Minchul Shin Jong-June Jeon Kyungwoo Song 33 26 0 08 Mar 2022
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 208 221 0 24 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 348 2,271 0 02 Sep 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 188 250 0 11 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 307 3,708 0 11 Feb 2021